# soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf

Model from Hugging Face for text generation: soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf · gguf

## Facts

- Type: LLM
- Task: text-generation
- Framework: gguf
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf/blob/main/LICENSE)
- Source: https://huggingface.co/soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf
- Hosting: hosted (1 file)
- Files: 1 hosted of 8 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 1 file, 2.6 GB
- Full repo upstream: 21.6 GB
- Recommended file: 2.6 GB (Q4_K_M) · Spark-X2.5-4B-Heretic-jp-Q4_K_M.gguf
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 3673
- Stars: 8
- Card completeness: 96%

## Description

External Hugging Face catalog record for soyaakinohara/Spark-X2.5-4B-Heretic-jp-gguf. Task: text generation. Library: gguf. Languages: ja, multilingual. Datasets referenced by card metadata: fn-aka-mur/wiki40b_ja, izumi-lab/llm-japanese-dataset-vanilla, nappa0326/glaive-function-calling-v2-sharegpt-japanese. Popularity signal at import: 3,673 downloads and 8 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: gguf
- Task categories: text-generation
- Languages: ja, multilingual
- Referenced datasets: fn-aka-mur/wiki40b_ja, izumi-lab/llm-japanese-dataset-vanilla, nappa0326/glaive-function-calling-v2-sharegpt-japanese
- File hints: 8 upstream file samples

## Referenced Data

- Dataset: fn-aka-mur/wiki40b_ja
- Dataset: izumi-lab/llm-japanese-dataset-vanilla
- Dataset: nappa0326/glaive-function-calling-v2-sharegpt-japanese

## File Hints

- .gitattributes (2.2 KB)
- LICENSE (11 KB)
- README.md (6.1 KB)
- Spark-X2.5-4B-Heretic-jp-BF16.gguf (7.7 GB) LFS
- Spark-X2.5-4B-Heretic-jp-Q4_K_M.gguf (2.4 GB) LFS
- Spark-X2.5-4B-Heretic-jp-Q5_K_M.gguf (2.8 GB) LFS
- Spark-X2.5-4B-Heretic-jp-Q6_K.gguf (3.1 GB) LFS
- Spark-X2.5-4B-Heretic-jp-Q8_0.gguf (4.1 GB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-18T20:28:57.641Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: fn-aka-mur/wiki40b_ja, izumi-lab/llm-japanese-dataset-vanilla, nappa0326/glaive-function-calling-v2-sharegpt-japanese.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-soyaakinohara-spark-x2-5-4b-heretic-jp-gguf/decentralized-fallbacks